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Comparing the risk of low-back injury using model-based optimization: Improved technique versus exoskeleton
Giorgos Marinou1, Matthew Millard1, Nejc Šarabon2
1Optimization, Robotics and Biomechanics (ORB), Institute of Computer Engineering (ZITI), Heidelberg University, Heidelberg, Germany.
Wearable robotic exoskeletons and improved lifting techniques can reduce low-back injury risk. Combining both offers the greatest protection against cumulative and peak low-back load during lifting tasks.
Area of Science:
- Biomechanics
- Ergonomics
- Robotics
Background:
- Wearable robotic systems aim to mitigate low-back injury risk during lifting.
- The comparative effectiveness of exoskeleton assistance versus improved lifting technique remains unclear.
Purpose of the Study:
- To evaluate the effectiveness of exoskeleton assistance and technical lifting improvements in reducing low-back injury risk.
- To compare the impact of individual and combined interventions on lifting biomechanics.
Main Methods:
- A two-factor block study design was employed using simulation.
- Two models were simulated: human participant alone and human participant with SPEXOR exoskeleton.
- Optimal control problems formulated three cost functions for lifting technique: cumulative low-back load (CLBL), peak low-back load (PLBL), and hybrid (HYB).
Main Results:
- Exoskeleton assistance alone provided modest reductions in CLBL and PLBL.
- Technical improvements alone reduced CLBL but not PLBL.
- The combination of exoskeleton and technical improvements yielded the largest reductions in both CLBL and PLBL.
- The HYB cost function demonstrated the most balanced reduction in CLBL and PLBL.
Conclusions:
- Exoskeleton assistance and improved lifting techniques are beneficial for reducing low-back injury risk.
- Combining exoskeleton use with optimized lifting techniques offers synergistic benefits for mitigating low-back load.
- The HYB cost function represents a promising approach for developing effective lifting strategies.
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